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Bill of Lading Parser Setup Guide

Step-by-step dashboard guide to configure a bill of lading parser, define fields, run bulk extraction, and export results.

Before You Start

Before setting up your parser, ensure you have:

  1. A PerfectParser account (sign up at perfectparser.com).
  2. A healthy credit balance (each BOL page processed consumes 1 credit).
  3. A sample Bill of Lading document (PDF, PNG, or JPEG) to use during the parser setup.

When creating a new Bill of Lading Parser, choose the document organization structure that matches your files:

  • Single Document Per File: Select this option if each uploaded file represents a single shipping consignment (even if it spans multiple pages of cargo logs).
  • One Document Per Page: This option is rarely used unless you scan multiple separate single-page BOL manifests together.

We suggest configuring the following schema fields for your Bill of Lading Parser to capture all essential logistics and cargo data.

Field NameTypeDescription
bol_numberTextThe unique Bill of Lading reference number.
shipper_nameTextThe company or exporter shipping the goods.
consignee_nameTextThe buyer or company receiving the goods.
carrier_nameTextThe freight line or transport carrier (e.g., DHL, Maersk).
ship_dateTextThe date the cargo was shipped.
origin_portTextPort of loading or pickup location.
destination_portTextPort of discharge or delivery destination.
total_weightTextThe overall gross weight of the cargo.
cargo_itemsTableTable containing package_count, weight, description, and hazmat status for each cargo unit.

AI Instructions (Optional)

To help the AI parser extract field values with maximum accuracy, copy and paste the following prompt instructions into the AI Instructions (Optional) field during setup:

Extract the BOL number, shipper name, consignee name, carrier name, ship date, origin port, destination port, and total gross weight. Also extract the cargo items table containing the package count, individual weight, description of goods, and whether it is hazardous materials (hazmat).

Step-by-Step UI Setup

Follow these steps to set up your Bill of Lading Parser using the single-page setup in the PerfectParser dashboard.

Step 1: Create the Parser

Log in to your dashboard, click Parsers in the left-hand navigation menu, and click the New Parser button.

Step 2: Configure Name and File Organization

In the Parser Details & Setup section:

  1. Enter a clear, recognizable name in the Parser Name field (e.g., "Bills of Lading").
  2. Choose your document structure under How are your files organized? (e.g., select Single Document Per File).

Step 3: Upload your Sample BOL

Upload your sample document by dragging and dropping it into the upload box on the left-hand Sample Document Preview panel, or clicking the box to choose a file from your computer.

Uploading a sample BOL in the New Parser screen

Step 4: Run Auto-Detection

Once the document finishes uploading:

  1. Copy the prompt from the AI Instructions (Optional) section above and paste it into the AI Instructions (Optional) box.
  2. Click the Auto-Detect Fields button. The AI will analyze the sample document's layout and suggest extraction fields within 10 to 15 seconds.

Step 5: Verify and Refine Fields

Review the generated schema on the right. You can rename fields, change data types, or edit the helper descriptions to guide extraction. When you are satisfied with the schema, click Create Parser at the bottom right.

Reviewing and configuring detected fields in the parser schema editor

Step 6: Run a Batch Extraction

To process your shipping documents:

  1. Click Bulk Extraction in the left sidebar or the top header.
  2. Select your newly created Bills of Lading parser.
  3. Upload one or more BOL files. PerfectParser will start extracting data immediately.

Starting a new bulk extraction batch

Step 7: Export Extracted Data

Navigate to Batch History in the left sidebar or click the Batch History tab on the parser details page. Click Show Files to inspect individual cargo extractions, view confidence scores, and verify the structured output.

Viewing files and inspecting confidence in Batch History

To download your structured data:

  1. Click the Export button on the completed batch card.
  2. Select Export as Excel or Export as CSV from the dropdown menu to download the structured table directly to your computer.

Exporting the structured extraction results to Excel or CSV


Developer Integration

If you want to automate Bill of Lading parsing programmatically inside your applications:

Looking for product features and use cases?

See the Bill of Lading Data Extraction solution page.